Visual analytics in urban computing: An overview

Y Zheng, W Wu, Y Chen, H Qu… - IEEE Transactions on Big …, 2016 - ieeexplore.ieee.org
Nowadays, various data collected in urban context provide unprecedented opportunities for
building a smarter city through urban computing. However, due to heterogeneity, high …

The state of the art in sentiment visualization

K Kucher, C Paradis, A Kerren - Computer graphics forum, 2018 - Wiley Online Library
Visualization of sentiments and opinions extracted from or annotated in texts has become a
prominent topic of research over the last decade. From basic pie and bar charts used to …

Explainable depression detection with multi-aspect features using a hybrid deep learning model on social media

H Zogan, I Razzak, X Wang, S Jameel, G Xu - World Wide Web, 2022 - Springer
The ability to explain why the model produced results in such a way is an important problem,
especially in the medical domain. Model explainability is important for building trust by …

Social media visual analytics

S Chen, L Lin, X Yuan - Computer Graphics Forum, 2017 - Wiley Online Library
With the development of social media (eg Twitter, Flickr, Foursquare, Sina Weibo, etc.), a
large number of people are now using them and post microblogs, messages and multi …

EmotionCues: Emotion-Oriented Visual Summarization of Classroom Videos

H Zeng, X Shu, Y Wang, Y Wang… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Analyzing students' emotions from classroom videos can help both teachers and parents
quickly know the engagement of students in class. The availability of high-definition cameras …

Bridging text visualization and mining: A task-driven survey

S Liu, X Wang, C Collins, W Dou… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Visual text analytics has recently emerged as one of the most prominent topics in both
academic research and the commercial world. To provide an overview of the relevant …

Artificial intelligence-based medical data mining

A Zia, M Aziz, I Popa, SA Khan, AF Hamedani… - Journal of Personalized …, 2022 - mdpi.com
Understanding published unstructured textual data using traditional text mining approaches
and tools is becoming a challenging issue due to the rapid increase in electronic open …

Information visualization evaluation using crowdsourcing

R Borgo, L Micallef, B Bach, F McGee… - Computer Graphics …, 2018 - Wiley Online Library
Visualization researchers have been increasingly leveraging crowdsourcing approaches to
overcome a number of limitations of controlled laboratory experiments, including small …

[图书][B] Introduction to text visualization

N Cao, W Cui - 2016 - Springer
Text is one of the greatest inventions in our history and is a major approach to recording
information and knowledge, enabling easy information sharing across both space and time …

EmoCo: Visual Analysis of Emotion Coherence in Presentation Videos

H Zeng, X Wang, A Wu, Y Wang, Q Li… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Emotions play a key role in human communication and public presentations. Human
emotions are usually expressed through multiple modalities. Therefore, exploring …